Exploring the spatially-resolved capabilities of the J-PAS survey with Py2DJPAS
arXiv:2509.12327 · doi:10.1051/0004-6361/202555386
Abstract
We present Py2DJPAS, a Python-based tool to automate the analysis of spatially resolved galaxies in the \textbf{miniJPAS} survey, a 1~deg precursor of the J-PAS survey, using the same filter system, telescope, and Pathfinder camera. Py2DJPAS streamlines the entire workflow: downloading scientific images and catalogs, performing PSF homogenization, masking, aperture definition, SED fitting, and estimating optical emission line equivalent widths via an artificial neural network. We validate Py2DJPAS on a sample of resolved miniJPAS galaxies, recovering magnitudes in all bands consistent with the catalog (~\% precision using SExtractor). Local background estimation improves results for faint galaxies and apertures. PSF homogenization enables consistent multi-band photometry in inner apertures, allowing pseudo-spectra generation without artifacts. SED fitting across annular apertures yields residuals ~\%, with no significant wavelength-dependent bias for regions with . We demonstrate the IFU-like capability of J-PAS by analyzing the spatially resolved properties of galaxy 2470-10239 at , comparing them to MaNGA data within 1 half-light radius (HLR). We find excellent agreement in photometric vs. spectroscopic measurements and stellar mass surface density profiles. Our analysis extends to 4 HLR (S/N~~5), showing that J-PAS can probe galaxy outskirts, enabling the study of evolutionary processes at large galactocentric distances.
arXiv comment20 pages, 13 figures, 5 tables. Accepted for publication in A&A
References in corpus (67)
- The Sloan Digital Sky Survey: Technical Summary
- Galactic Stellar and Substellar Initial Mass Function
- The physical properties of star forming galaxies in the low redshift universe
- The Optical and Near-Infrared Properties of Galaxies: I. Luminosity and Stellar Mass Functions
- Star Formation in AEGIS Field Galaxies since z=1.1 : The Dominance of Gradually Declining Star Formation, and the Main Sequence of Star-Forming Galaxies
- Stellar mass-to-light ratios and the Tully-Fisher relation
- Overview of the SDSS-IV MaNGA Survey: Mapping Nearby Galaxies at Apache Point Observatory
- The epochs of early-type galaxy formation as a function of environment
- CALIFA, the Calar Alto Legacy Integral Field Area survey: I. Survey presentation
- The Atlas3D project -- I. A volume-limited sample of 260 nearby early-type galaxies: science goals and selection criteria
- The Hyper Suprime-Cam SSP Survey: Overview and Survey Design
- Modeling the Panchromatic Spectral Energy Distributions of Galaxies
- The SAURON project. I. The panoramic integral-field spectrograph
- Galaxies in the Hubble Ultra Deep Field: I. Detection, Multiband Photometry, Photometric Redshifts, and Morphology
- GEMS: Galaxy Evolution from Morphologies and SEDs
- Fitting the integrated Spectral Energy Distributions of Galaxies
- Evolutionary Stellar Population Synthesis at High Spectral Resolution: Optical Wavelengths
- The CALIFA survey across the Hubble sequence: Spatially resolved stellar population properties in galaxies
- The Mass-Metallicity relation explored with CALIFA: I. Is there a dependence on the star formation rate?
- Ultradeep Near-Infrared ISAAC Observations of the HDF-S: Observations, Reduction, Multicolor Catalog, and Photometric Redshifts
- J-PLUS: The Javalambre Photometric Local Universe Survey
- Stellar populations of early-type galaxies in different environments II. Ages and metallicities
- The Southern Photometric Local Universe Survey (S-PLUS): improved SEDs, morphologies and redshifts with 12 optical filters
- The star formation history of CALIFA galaxies: Radial structures
- Star formation along the Hubble sequence: Radial structure of the star formation of CALIFA galaxies
- How do central and satellite galaxies quench? -- Insights from spatially resolved spectroscopy in the MaNGA survey
- PSF calibration requirements for dark energy from cosmic shear
- The miniJPAS survey: a preview of the Universe in 56 colours
- The ALHAMBRA Survey: Bayesian Photometric Redshifts with 23 bands for 3 squared degrees
- Stellar mass-to-light ratios from galaxy spectra: how accurate can they be?
- SDSS-IV MaNGA: Effects of Morphology in the global and local Star Formation Main Sequences
- The spatially resolved star formation history of CALIFA galaxies: Cosmic time scales
- pyFIT3D and pyPipe3D -- The new version of the Integral Field Spectroscopy data analysis pipeline
- The Sloan Digital Sky Survey extended point spread functions
- The spatially-resolved star formation histories of CALIFA galaxies: Implications for galaxy formation
- The VIMOS Public Extragalactic Redshift Survey (VIPERS): Downsizing of the blue cloud and the influence of galaxy size on mass quenching over the last eight billion years
- Color Gradients in Early-Type Galaxies in ABELL 2199
- The PyCASSO database: Spatially resolved stellar population properties for CALIFA galaxies
- J-PLUS: photometric calibration of large area multi-filter surveys with stellar and white dwarf loci
- The miniJPAS survey: Identification and characterization of galaxy populations with the J-PAS photometric system
- Spatially Resolved Stellar Populations of Galaxies in WHL0137-08 and MACS0647+70 Clusters as Revealed by JWST: How do Galaxies Grow and Quench Over Cosmic Time?
- Colour gradients within SDSS DR7 galaxies: hints of recent evolution
- The miniJPAS survey: the photometric redshift catalogue
- J-PLUS: measuring emission line fluxes in the nearby universe
- J-PLUS: 2-D analysis of the stellar population in NGC 5473 and NGC 5485
- Stellar populations of galaxies in the ALHAMBRA survey up to . IV. Properties of quiescent galaxies on the stellar masssize plane
- Galaxy shear estimation from stacked images
- The miniJPAS survey: The role of group environment in quenching the star formation
- The OTELO survey. I. Description, data reduction, and multi-wavelength catalogue
- Calibration of colour gradient bias in shear measurement using HST/CANDELS data
- J-PAS: Measuring emission lines with artificial neural networks
- The miniJPAS survey: Identification and characterization of the emission line galaxies down to in the AEGIS field
- The ALHAMBRA survey: 2-D analysis of the stellar populations in massive early-type galaxies at z < 0.3
- Effects of environment on sSFR profiles of late-type galaxies in the CALIFA survey
- The ALHAMBRA survey: tight dependence of the optical mass-to-light ratio on galaxy colour up to z = 1.5
- Colour gradients of low-redshift galaxies in the DESI Legacy Imaging Survey
- The miniJPAS survey: clusters and galaxy groups detection with AMICO
- CODEX Weak Lensing Mass Catalogue and implications on the mass-richness relation
- The miniJPAS survey: The galaxy populations in the most massive cluster in miniJPAS, mJPC2470-1771
- The miniJPAS survey quasar selection II: Machine learning classification with photometric measurements and uncertainties
- The miniJPAS survey quasar selection III: Classification with artificial neural networks and hybridisation
- Galaxy cluster optical mass proxies from probabilistic memberships
- Successful application of PSF-R techniques to the case of the globular cluster NGC6121 (M4)
- J-PLUS: Spectroscopic validation of H emission line maps in spatially resolved galaxies
- The miniJPAS Survey: The radial distribution of star formation rates in faint X-ray active galactic nuclei
- The miniJPAS survey. Evolution of the luminosity and stellar mass functions of galaxies up to
- Spatially resolved stellar populations and emission lines properties in nearby galaxies with J-PLUS -- I. Method and first results for the M101 group